Basic Statistics

Raw Counts

Name Value
Rows 26,616,527
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 58,691,656
Complete Rows 965,645
Total observations 505,714,013
Memory allocation 3.8 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 100 categories.
## res_county: 1022 categories
## county_fips_code: 1514 categories

QQ Plot

## Warning: Removed 1231 rows containing non-finite values (stat_qq).
## Warning: Removed 1231 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 100 categories ignored!
## res_county: 513 categories
## county_fips_code: 693 categories
## Warning in cor(x = structure(list(case_positive_specimen_interval = c(0, : the standard deviation is zero

Principal Component Analysis

## 2 features with more than 100 categories ignored!
## res_county: 513 categories
## county_fips_code: 693 categories
## Warning in plot_prcomp(data = structure(list(case_month = c("2021-03", "2020-11", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic